| 发明名称 |
Ontology-Aided Business Rule Extraction Using Machine Learning |
| 摘要 |
An approach for distinguishing a business rule from a non-business rule in a computer program is provided. A rule in the program is identified based on a conditional statement within the rule. Whether the rule performs underlying operation of the program independent of a business function of the program is determined. The rule and metadata of the rule are searched for a key word which indicates part of a business transaction. Whether a sequence of program steps in the rule matches a predetermined sequence of program steps indicative of a business rule or whether the sequence of program steps in the rule matches a predetermined sequence of program steps indicative of underlying operation of the program independent of the business function of the program is determined. If the rule is a business rule is determined based on both determining steps and both searching steps. |
| 申请公布号 |
US2015142718(A1) |
申请公布日期 |
2015.05.21 |
| 申请号 |
US201314084964 |
申请日期 |
2013.11.20 |
| 申请人 |
International Business Machines Corporation |
发明人 |
Bostick James E.;Ganci, JR. John M.;Hensler Paul E.;Trim Craig M. |
| 分类号 |
G06N5/02 |
主分类号 |
G06N5/02 |
| 代理机构 |
|
代理人 |
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| 主权项 |
1. A method of distinguishing a business rule from a non-business rule in a computer program, the method comprising the steps of:
a computer identifying a first rule in the computer program based on a conditional statement within the first rule; the computer determining whether the first rule performs underlying operation of the program independent of a business function of the program; the computer searching the first rule for a key word which indicates part of a business transaction with a customer of a business using the computer program; the computer searching metadata of the first rule for a key word which indicates part of a business transaction with a customer of the business; the computer determining whether a sequence of program steps in the first rule matches a predetermined sequence of program steps indicative of a business rule or whether the sequence of program steps in the first rule matches a predetermined sequence of program steps indicative of underlying operation of the program independent of the business function of the program; and based on both determining steps and both searching steps, the computer determining if the first rule is a business rule. |
| 地址 |
Armonk NY US |
